Microintelligence is turning AI inspection into factory robots
Microintelligence has expanded from machine-vision inspection into robots that can decide where industrial parts need work, with embodied products now its largest revenue category.
Microintelligence is extending industrial AI beyond spotting defects: its systems are designed to use what they see to decide where a robot should inspect, grind or finish a manufactured part.12
From seeing a defect to acting on it
The company began with AI-powered quality inspection, where cameras and software identify flaws under real production conditions. A large die-cast component later exposed the limit of a fixed robot path: the customer needed nearly 3,000 imaging positions, while a skilled worker could decide where to concentrate attention much faster.1
Microintelligence's answer combines moving-camera inspection, defect location and software that generates positions and movement paths for a grinding robot. A 2024 industry report documents systems that analyse defects and then generate the paths needed to repair affected products.13
The TRON range
Micro-i's official product page describes its intelligent inspection robot as adaptive: it can classify defects in real time, decide whether to perform deeper scans and stop when a critical defect is confirmed.2 Its wider TRON range also covers operation and grinding, bringing perception and physical work into the same industrial workflow.
The business has changed alongside that product direction. The Hong Kong listing document says embodied-intelligence industrial robot products grew from 26.3% of revenue in 2023 to 57% in 2025, while total revenue rose from RMB434 million to RMB795.5 million.3 Profitability has been less consistent, with reported profit falling from RMB15.7 million in 2024 to RMB5.1 million in 2025.3
Our opinion
The interesting part is not the phrase “embodied intelligence”; it is the practical loop underneath it. Inspection becomes useful when the result changes the next physical action. That still does not make a factory robot broadly intelligent, but it is a clearer and more measurable proposition than another promise that AI will transform everything.
Source note: TechNode's report provides the narrative and company figures; Micro-i's official product page confirms the inspection system's capabilities, while the listing document supplies the financial disclosures.